Quality Pipeline

A skill where the agent logs it's own findings for self-improvement

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express...

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured co...

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

A股模拟炒股系统。当用户需要模拟炒股、查询行情、买卖下单、查看持仓盈亏时触发。支持实时行情、买卖下单、持仓管理、盈亏计算、涨跌排行。关键词：炒股、买入、卖出、持仓、盈亏、行情、涨停、跌停、选股、大盘。

爆款文章拆解分析工具。当用户发来公众号/网页链接并要求拆解、分析、学习、拆文时触发。支持结构分析、金句提取、选题逻辑、情绪曲线、复刻建议。关键词：拆解、分析、拆文、学习这篇文章、爆文分析。

Adaptive RAG 引擎 — 从线性检索到自主认知循环。集成胶囊预筛选、智能路由、CRAG纠错、L3校验。当需要搜索记忆/检索信息/回答复杂问题时触发。关键词：RAG、检索、记忆搜索、向量检索、Agentic RAG、CRAG。

Agent MDT 多学科会诊——多个智能体并行协作完成复杂任务。类似医院MDT会诊，针对大事/难事/重要文件，同时派发多个专科agent并行分析，最后综合研判出高质量输出。使用场景：(1) 重要合同签署前审查 (2) 重要公文/领导讲话稿打磨 (3) 品牌宣传多平台内容策划 (4) 重大决策分析 (5) 技术方...